Abstract: Packet classification in high-speed networks requires hardware acceleration for line-rate processing, yet existing decision tree algorithms struggle to effectively harness hardware ...
Many scientific problems entail labeling data items with one of a given, finite set of classes based on features of the data items. For example, oncologists classify tumors as different known cancer ...
Abstract: This work proposes a decision tree (DT)-based method for initializing a dendritic neuron model (DNM). Neural networks become larger and larger, thus consuming more and more computing ...
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